Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 7852 |
| Missing cells | 20 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 605 |
| Duplicate rows (%) | 7.7% |
| Total size in memory | 1012.3 KiB |
| Average record size in memory | 132.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Text | 1 |
| Numeric | 10 |
| Dataset has 605 (7.7%) duplicate rows | Duplicates |
year is highly overall correlated with car_age and 2 other fields | High correlation |
car_age is highly overall correlated with year and 2 other fields | High correlation |
selling_price is highly overall correlated with year and 4 other fields | High correlation |
km_driven is highly overall correlated with year and 1 other fields | High correlation |
seats is highly overall correlated with engine_vol_num | High correlation |
engine_vol_num is highly overall correlated with selling_price and 2 other fields | High correlation |
max_power_num is highly overall correlated with selling_price and 2 other fields | High correlation |
capital_gps_lat is highly overall correlated with company and 2 other fields | High correlation |
capital_gps_lng is highly overall correlated with company and 2 other fields | High correlation |
company is highly overall correlated with capital_gps_lat and 4 other fields | High correlation |
transmission is highly overall correlated with selling_price and 3 other fields | High correlation |
country is highly overall correlated with capital_gps_lat and 4 other fields | High correlation |
region is highly overall correlated with capital_gps_lat and 3 other fields | High correlation |
seller_type is highly imbalanced (51.7%) | Imbalance |
Reproduction
| Analysis started | 2023-08-28 23:09:56.270092 |
|---|---|
| Analysis finished | 2023-08-28 23:10:08.726886 |
| Duration | 12.46 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
company
Categorical
HIGH CORRELATION 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.5 KiB |
| Maruti | |
|---|---|
| Hyundai | |
| Mahindra | |
| Tata | |
| Honda | |
| Other values (25) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.1392002 |
| Min length | 2 |
Characters and Unicode
| Total characters | 48205 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Maruti |
|---|---|
| 2nd row | Skoda |
| 3rd row | Honda |
| 4th row | Hyundai |
| 5th row | Maruti |
Common Values
| Value | Count | Frequency (%) |
| Maruti | 2367 | |
| Hyundai | 1360 | |
| Mahindra | 758 | 9.7% |
| Tata | 719 | 9.2% |
| Honda | 466 | 5.9% |
| Toyota | 452 | 5.8% |
| Ford | 388 | 4.9% |
| Chevrolet | 230 | 2.9% |
| Renault | 228 | 2.9% |
| Volkswagen | 185 | 2.4% |
| Other values (20) | 699 | 8.9% |
Length
| Value | Count | Frequency (%) |
| maruti | 2367 | |
| hyundai | 1360 | |
| mahindra | 758 | 9.7% |
| tata | 719 | 9.2% |
| honda | 466 | 5.9% |
| toyota | 452 | 5.8% |
| ford | 388 | 4.9% |
| chevrolet | 230 | 2.9% |
| renault | 228 | 2.9% |
| volkswagen | 185 | 2.4% |
| Other values (20) | 699 | 8.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8466 | |
| i | 4693 | |
| u | 4189 | |
| t | 4116 | |
| r | 3824 | |
| M | 3260 | 6.8% |
| n | 3149 | 6.5% |
| d | 3126 | 6.5% |
| o | 2428 | 5.0% |
| H | 1826 | 3.8% |
| Other values (32) | 9128 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 40114 | |
| Uppercase Letter | 8091 | 16.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 8466 | |
| i | 4693 | |
| u | 4189 | |
| t | 4116 | |
| r | 3824 | |
| n | 3149 | 7.9% |
| d | 3126 | 7.8% |
| o | 2428 | 6.1% |
| y | 1812 | 4.5% |
| h | 1003 | 2.5% |
| Other values (13) | 3308 | 8.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 3260 | |
| H | 1826 | |
| T | 1171 | 14.5% |
| F | 435 | 5.4% |
| V | 252 | 3.1% |
| C | 230 | 2.8% |
| R | 228 | 2.8% |
| B | 118 | 1.5% |
| W | 118 | 1.5% |
| S | 104 | 1.3% |
| Other values (9) | 349 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48205 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 8466 | |
| i | 4693 | |
| u | 4189 | |
| t | 4116 | |
| r | 3824 | |
| M | 3260 | 6.8% |
| n | 3149 | 6.5% |
| d | 3126 | 6.5% |
| o | 2428 | 5.0% |
| H | 1826 | 3.8% |
| Other values (32) | 9128 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48205 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 8466 | |
| i | 4693 | |
| u | 4189 | |
| t | 4116 | |
| r | 3824 | |
| M | 3260 | 6.8% |
| n | 3149 | 6.5% |
| d | 3126 | 6.5% |
| o | 2428 | 5.0% |
| H | 1826 | 3.8% |
| Other values (32) | 9128 |
model
Text
| Distinct | 1947 |
|---|---|
| Distinct (%) | 24.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.5 KiB |
Length
| Max length | 45 |
|---|---|
| Median length | 36 |
| Mean length | 18.016938 |
| Min length | 4 |
Characters and Unicode
| Total characters | 141469 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 767 ? |
|---|---|
| Unique (%) | 9.8% |
Sample
| 1st row | Swift Dzire VDI |
|---|---|
| 2nd row | Rapid 1.5 TDI Ambition |
| 3rd row | City 2017-2020 EXi |
| 4th row | i20 Sportz Diesel |
| 5th row | Swift VXI BSIII |
| Value | Count | Frequency (%) |
| swift | 729 | 2.5% |
| diesel | 677 | 2.3% |
| bsiv | 672 | 2.3% |
| 1.2 | 586 | 2.0% |
| vxi | 546 | 1.9% |
| plus | 529 | 1.8% |
| vdi | 472 | 1.6% |
| lxi | 440 | 1.5% |
| crdi | 428 | 1.5% |
| alto | 418 | 1.4% |
| Other values (767) | 23792 |
Most occurring characters
| Value | Count | Frequency (%) |
| 21438 | 15.2% | |
| i | 8289 | 5.9% |
| e | 6259 | 4.4% |
| a | 5909 | 4.2% |
| t | 5738 | 4.1% |
| o | 5634 | 4.0% |
| S | 5176 | 3.7% |
| r | 4888 | 3.5% |
| I | 4594 | 3.2% |
| n | 4206 | 3.0% |
| Other values (58) | 69338 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 60231 | |
| Uppercase Letter | 42303 | |
| Space Separator | 21438 | 15.2% |
| Decimal Number | 13732 | 9.7% |
| Other Punctuation | 2548 | 1.8% |
| Dash Punctuation | 675 | 0.5% |
| Close Punctuation | 271 | 0.2% |
| Open Punctuation | 271 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 8289 | |
| e | 6259 | |
| a | 5909 | |
| t | 5738 | |
| o | 5634 | |
| r | 4888 | |
| n | 4206 | 7.0% |
| l | 3346 | 5.6% |
| s | 2549 | 4.2% |
| p | 1603 | 2.7% |
| Other values (16) | 11810 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5176 | |
| I | 4594 | |
| D | 3926 | 9.3% |
| V | 3808 | 9.0% |
| X | 3473 | 8.2% |
| T | 2644 | 6.3% |
| C | 2142 | 5.1% |
| A | 2085 | 4.9% |
| B | 1911 | 4.5% |
| L | 1889 | 4.5% |
| Other values (16) | 10655 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3447 | |
| 0 | 3376 | |
| 2 | 2803 | |
| 5 | 979 | 7.1% |
| 4 | 954 | 6.9% |
| 8 | 637 | 4.6% |
| 6 | 455 | 3.3% |
| 3 | 420 | 3.1% |
| 7 | 357 | 2.6% |
| 9 | 304 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2535 | |
| / | 13 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 21438 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 675 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 271 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 102534 | |
| Common | 38935 | 27.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 8289 | 8.1% |
| e | 6259 | 6.1% |
| a | 5909 | 5.8% |
| t | 5738 | 5.6% |
| o | 5634 | 5.5% |
| S | 5176 | 5.0% |
| r | 4888 | 4.8% |
| I | 4594 | 4.5% |
| n | 4206 | 4.1% |
| D | 3926 | 3.8% |
| Other values (42) | 47915 |
Common
| Value | Count | Frequency (%) |
| 21438 | ||
| 1 | 3447 | 8.9% |
| 0 | 3376 | 8.7% |
| 2 | 2803 | 7.2% |
| . | 2535 | 6.5% |
| 5 | 979 | 2.5% |
| 4 | 954 | 2.5% |
| - | 675 | 1.7% |
| 8 | 637 | 1.6% |
| 6 | 455 | 1.2% |
| Other values (6) | 1636 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 141469 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 21438 | 15.2% | |
| i | 8289 | 5.9% |
| e | 6259 | 4.4% |
| a | 5909 | 4.2% |
| t | 5738 | 4.1% |
| o | 5634 | 4.0% |
| S | 5176 | 3.7% |
| r | 4888 | 3.5% |
| I | 4594 | 3.2% |
| n | 4206 | 3.0% |
| Other values (58) | 69338 |
year
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.984 |
| Minimum | 1994 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | 1994 |
|---|---|
| 5-th percentile | 2007 |
| Q1 | 2012 |
| median | 2015 |
| Q3 | 2017 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 26 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.8654609 |
|---|---|
| Coefficient of variation (CV) | 0.0019193107 |
| Kurtosis | 1.2832171 |
| Mean | 2013.984 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.99646791 |
| Sum | 15813802 |
| Variance | 14.941788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2017 | 999 | |
| 2016 | 848 | |
| 2018 | 801 | |
| 2015 | 773 | |
| 2013 | 664 | |
| 2012 | 620 | |
| 2014 | 615 | |
| 2019 | 581 | |
| 2011 | 562 | |
| 2010 | 374 | 4.8% |
| Other values (17) | 1015 |
| Value | Count | Frequency (%) |
| 1994 | 2 | < 0.1% |
| 1995 | 1 | < 0.1% |
| 1996 | 2 | < 0.1% |
| 1997 | 9 | 0.1% |
| 1998 | 9 | 0.1% |
| 1999 | 14 | 0.2% |
| 2000 | 15 | |
| 2001 | 6 | 0.1% |
| 2002 | 19 | |
| 2003 | 37 |
| Value | Count | Frequency (%) |
| 2020 | 74 | 0.9% |
| 2019 | 581 | |
| 2018 | 801 | |
| 2017 | 999 | |
| 2016 | 848 | |
| 2015 | 773 | |
| 2014 | 615 | |
| 2013 | 664 | |
| 2012 | 620 | |
| 2011 | 562 |
car_age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0160469 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 74 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.8654609 |
|---|---|
| Coefficient of variation (CV) | 0.64252507 |
| Kurtosis | 1.2832171 |
| Mean | 6.0160469 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.99646791 |
| Sum | 47238 |
| Variance | 14.941788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 999 | |
| 4 | 848 | |
| 2 | 801 | |
| 5 | 773 | |
| 7 | 664 | |
| 8 | 620 | |
| 6 | 615 | |
| 1 | 581 | |
| 9 | 562 | |
| 10 | 374 | 4.8% |
| Other values (17) | 1015 |
| Value | Count | Frequency (%) |
| 0 | 74 | 0.9% |
| 1 | 581 | |
| 2 | 801 | |
| 3 | 999 | |
| 4 | 848 | |
| 5 | 773 | |
| 6 | 615 | |
| 7 | 664 | |
| 8 | 620 | |
| 9 | 562 |
| Value | Count | Frequency (%) |
| 26 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| 23 | 9 | 0.1% |
| 22 | 9 | 0.1% |
| 21 | 14 | 0.2% |
| 20 | 15 | |
| 19 | 6 | 0.1% |
| 18 | 19 | |
| 17 | 37 |
selling_price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 658 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 637292.83 |
| Minimum | 29999 |
|---|---|
| Maximum | 10000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | 29999 |
|---|---|
| 5-th percentile | 120000 |
| Q1 | 265000 |
| median | 450000 |
| Q3 | 680000 |
| 95-th percentile | 1856749.5 |
| Maximum | 10000000 |
| Range | 9970001 |
| Interquartile range (IQR) | 415000 |
Descriptive statistics
| Standard deviation | 792549.3 |
|---|---|
| Coefficient of variation (CV) | 1.2436187 |
| Kurtosis | 22.037424 |
| Mean | 637292.83 |
| Median Absolute Deviation (MAD) | 200000 |
| Skewness | 4.2780637 |
| Sum | 5.0040233 × 109 |
| Variance | 6.2813439 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300000 | 221 | 2.8% |
| 600000 | 211 | 2.7% |
| 550000 | 204 | 2.6% |
| 350000 | 204 | 2.6% |
| 450000 | 194 | 2.5% |
| 650000 | 187 | 2.4% |
| 500000 | 175 | 2.2% |
| 250000 | 173 | 2.2% |
| 400000 | 170 | 2.2% |
| 700000 | 148 | 1.9% |
| Other values (648) | 5965 |
| Value | Count | Frequency (%) |
| 29999 | 1 | < 0.1% |
| 30000 | 1 | < 0.1% |
| 31000 | 1 | < 0.1% |
| 31504 | 1 | < 0.1% |
| 33351 | 1 | < 0.1% |
| 35000 | 3 | < 0.1% |
| 39000 | 1 | < 0.1% |
| 40000 | 11 | |
| 42000 | 2 | < 0.1% |
| 45000 | 21 |
| Value | Count | Frequency (%) |
| 10000000 | 1 | < 0.1% |
| 7200000 | 1 | < 0.1% |
| 6523000 | 1 | < 0.1% |
| 6223000 | 1 | < 0.1% |
| 6000000 | 3 | < 0.1% |
| 5923000 | 1 | < 0.1% |
| 5830000 | 2 | < 0.1% |
| 5800000 | 2 | < 0.1% |
| 5500000 | 33 | |
| 5400000 | 30 |
km_driven
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 894 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69305.752 |
| Minimum | 1 |
|---|---|
| Maximum | 2360457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9000 |
| Q1 | 35000 |
| median | 60000 |
| Q3 | 96000 |
| 95-th percentile | 150000 |
| Maximum | 2360457 |
| Range | 2360456 |
| Interquartile range (IQR) | 61000 |
Descriptive statistics
| Standard deviation | 56911.848 |
|---|---|
| Coefficient of variation (CV) | 0.82117063 |
| Kurtosis | 387.9761 |
| Mean | 69305.752 |
| Median Absolute Deviation (MAD) | 30000 |
| Skewness | 11.344192 |
| Sum | 5.4418876 × 108 |
| Variance | 3.2389584 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120000 | 508 | 6.5% |
| 70000 | 437 | 5.6% |
| 80000 | 426 | 5.4% |
| 60000 | 411 | 5.2% |
| 50000 | 377 | 4.8% |
| 100000 | 321 | 4.1% |
| 90000 | 316 | 4.0% |
| 40000 | 302 | 3.8% |
| 110000 | 298 | 3.8% |
| 30000 | 243 | 3.1% |
| Other values (884) | 4213 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1000 | 6 | 0.1% |
| 1300 | 1 | < 0.1% |
| 1303 | 5 | 0.1% |
| 1500 | 3 | < 0.1% |
| 1600 | 1 | < 0.1% |
| 1620 | 1 | < 0.1% |
| 2000 | 35 | |
| 2118 | 1 | < 0.1% |
| 2136 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2360457 | 1 | |
| 1500000 | 1 | |
| 577414 | 1 | |
| 500000 | 2 | |
| 475000 | 1 | |
| 440000 | 1 | |
| 426000 | 1 | |
| 380000 | 1 | |
| 376412 | 1 | |
| 375000 | 1 |
seats
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4187468 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.96156957 |
|---|---|
| Coefficient of variation (CV) | 0.17745239 |
| Kurtosis | 3.7655582 |
| Mean | 5.4187468 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9620805 |
| Sum | 42548 |
| Variance | 0.92461603 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 6202 | |
| 7 | 1118 | 14.2% |
| 8 | 235 | 3.0% |
| 4 | 133 | 1.7% |
| 9 | 80 | 1.0% |
| 6 | 62 | 0.8% |
| 10 | 19 | 0.2% |
| 2 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | < 0.1% |
| 4 | 133 | 1.7% |
| 5 | 6202 | |
| 6 | 62 | 0.8% |
| 7 | 1118 | 14.2% |
| 8 | 235 | 3.0% |
| 9 | 80 | 1.0% |
| 10 | 19 | 0.2% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 10 | 19 | 0.2% |
| 9 | 80 | 1.0% |
| 8 | 235 | 3.0% |
| 7 | 1118 | 14.2% |
| 6 | 62 | 0.8% |
| 5 | 6202 | |
| 4 | 133 | 1.7% |
| 2 | 2 | < 0.1% |
seller_type
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.5 KiB |
| Individual | |
|---|---|
| Dealer | |
| Trustmark Dealer | 236 |
Length
| Max length | 16 |
|---|---|
| Median length | 10 |
| Mean length | 9.6296485 |
| Min length | 6 |
Characters and Unicode
| Total characters | 75612 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Individual |
|---|---|
| 2nd row | Individual |
| 3rd row | Individual |
| 4th row | Individual |
| 5th row | Individual |
Common Values
| Value | Count | Frequency (%) |
| Individual | 6535 | |
| Dealer | 1081 | 13.8% |
| Trustmark Dealer | 236 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| individual | 6535 | |
| dealer | 1317 | 16.3% |
| trustmark | 236 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 13070 | |
| i | 13070 | |
| a | 8088 | |
| l | 7852 | |
| u | 6771 | |
| I | 6535 | |
| v | 6535 | |
| n | 6535 | |
| e | 2634 | 3.5% |
| r | 1789 | 2.4% |
| Other values (7) | 2733 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 67288 | |
| Uppercase Letter | 8088 | 10.7% |
| Space Separator | 236 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 13070 | |
| i | 13070 | |
| a | 8088 | |
| l | 7852 | |
| u | 6771 | |
| v | 6535 | |
| n | 6535 | |
| e | 2634 | 3.9% |
| r | 1789 | 2.7% |
| s | 236 | 0.4% |
| Other values (3) | 708 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 6535 | |
| D | 1317 | 16.3% |
| T | 236 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 236 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 75376 | |
| Common | 236 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 13070 | |
| i | 13070 | |
| a | 8088 | |
| l | 7852 | |
| u | 6771 | |
| I | 6535 | |
| v | 6535 | |
| n | 6535 | |
| e | 2634 | 3.5% |
| r | 1789 | 2.4% |
| Other values (6) | 2497 | 3.3% |
Common
| Value | Count | Frequency (%) |
| 236 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75612 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 13070 | |
| i | 13070 | |
| a | 8088 | |
| l | 7852 | |
| u | 6771 | |
| I | 6535 | |
| v | 6535 | |
| n | 6535 | |
| e | 2634 | 3.5% |
| r | 1789 | 2.4% |
| Other values (7) | 2733 | 3.6% |
fuel
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.5 KiB |
| Diesel | |
|---|---|
| Petrol | |
| CNG | 52 |
| LPG | 35 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9667601 |
| Min length | 3 |
Characters and Unicode
| Total characters | 46851 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Diesel |
|---|---|
| 2nd row | Diesel |
| 3rd row | Petrol |
| 4th row | Diesel |
| 5th row | Petrol |
Common Values
| Value | Count | Frequency (%) |
| Diesel | 4259 | |
| Petrol | 3506 | |
| CNG | 52 | 0.7% |
| LPG | 35 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| diesel | 4259 | |
| petrol | 3506 | |
| cng | 52 | 0.7% |
| lpg | 35 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12024 | |
| l | 7765 | |
| D | 4259 | 9.1% |
| i | 4259 | 9.1% |
| s | 4259 | 9.1% |
| P | 3541 | 7.6% |
| t | 3506 | 7.5% |
| r | 3506 | 7.5% |
| o | 3506 | 7.5% |
| G | 87 | 0.2% |
| Other values (3) | 139 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38825 | |
| Uppercase Letter | 8026 | 17.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12024 | |
| l | 7765 | |
| i | 4259 | 11.0% |
| s | 4259 | 11.0% |
| t | 3506 | 9.0% |
| r | 3506 | 9.0% |
| o | 3506 | 9.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 4259 | |
| P | 3541 | |
| G | 87 | 1.1% |
| C | 52 | 0.6% |
| N | 52 | 0.6% |
| L | 35 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46851 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 12024 | |
| l | 7765 | |
| D | 4259 | 9.1% |
| i | 4259 | 9.1% |
| s | 4259 | 9.1% |
| P | 3541 | 7.6% |
| t | 3506 | 7.5% |
| r | 3506 | 7.5% |
| o | 3506 | 7.5% |
| G | 87 | 0.2% |
| Other values (3) | 139 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46851 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12024 | |
| l | 7765 | |
| D | 4259 | 9.1% |
| i | 4259 | 9.1% |
| s | 4259 | 9.1% |
| P | 3541 | 7.6% |
| t | 3506 | 7.5% |
| r | 3506 | 7.5% |
| o | 3506 | 7.5% |
| G | 87 | 0.2% |
| Other values (3) | 139 | 0.3% |
transmission
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.5 KiB |
| Manual | |
|---|---|
| Automatic |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.3778655 |
| Min length | 6 |
Characters and Unicode
| Total characters | 50079 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manual |
|---|---|
| 2nd row | Manual |
| 3rd row | Manual |
| 4th row | Manual |
| 5th row | Manual |
Common Values
| Value | Count | Frequency (%) |
| Manual | 6863 | |
| Automatic | 989 | 12.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| manual | 6863 | |
| automatic | 989 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14715 | |
| u | 7852 | |
| M | 6863 | |
| n | 6863 | |
| l | 6863 | |
| t | 1978 | 3.9% |
| A | 989 | 2.0% |
| o | 989 | 2.0% |
| m | 989 | 2.0% |
| i | 989 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42227 | |
| Uppercase Letter | 7852 | 15.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 14715 | |
| u | 7852 | |
| n | 6863 | |
| l | 6863 | |
| t | 1978 | 4.7% |
| o | 989 | 2.3% |
| m | 989 | 2.3% |
| i | 989 | 2.3% |
| c | 989 | 2.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 6863 | |
| A | 989 | 12.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50079 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 14715 | |
| u | 7852 | |
| M | 6863 | |
| n | 6863 | |
| l | 6863 | |
| t | 1978 | 3.9% |
| A | 989 | 2.0% |
| o | 989 | 2.0% |
| m | 989 | 2.0% |
| i | 989 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50079 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 14715 | |
| u | 7852 | |
| M | 6863 | |
| n | 6863 | |
| l | 6863 | |
| t | 1978 | 3.9% |
| A | 989 | 2.0% |
| o | 989 | 2.0% |
| m | 989 | 2.0% |
| i | 989 | 2.0% |
owner
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.5 KiB |
| First Owner | |
|---|---|
| Second Owner | |
| Third Owner | 507 |
| Fourth & Above Owner | 160 |
| Test Drive Car | 5 |
Length
| Max length | 20 |
|---|---|
| Median length | 11 |
| Mean length | 11.44027 |
| Min length | 11 |
Characters and Unicode
| Total characters | 89829 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | First Owner |
|---|---|
| 2nd row | Second Owner |
| 3rd row | Third Owner |
| 4th row | First Owner |
| 5th row | First Owner |
Common Values
| Value | Count | Frequency (%) |
| First Owner | 5178 | |
| Second Owner | 2002 | 25.5% |
| Third Owner | 507 | 6.5% |
| Fourth & Above Owner | 160 | 2.0% |
| Test Drive Car | 5 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| owner | 7847 | |
| first | 5178 | |
| second | 2002 | 12.5% |
| third | 507 | 3.2% |
| fourth | 160 | 1.0% |
| 160 | 1.0% | |
| above | 160 | 1.0% |
| test | 5 | < 0.1% |
| drive | 5 | < 0.1% |
| car | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 13702 | |
| e | 10019 | |
| n | 9849 | |
| 8177 | ||
| O | 7847 | |
| w | 7847 | |
| i | 5690 | |
| t | 5343 | 5.9% |
| F | 5338 | 5.9% |
| s | 5183 | 5.8% |
| Other values (14) | 10834 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65623 | |
| Uppercase Letter | 15869 | 17.7% |
| Space Separator | 8177 | 9.1% |
| Other Punctuation | 160 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 13702 | |
| e | 10019 | |
| n | 9849 | |
| w | 7847 | |
| i | 5690 | |
| t | 5343 | 8.1% |
| s | 5183 | 7.9% |
| d | 2509 | 3.8% |
| o | 2322 | 3.5% |
| c | 2002 | 3.1% |
| Other values (5) | 1157 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 7847 | |
| F | 5338 | |
| S | 2002 | 12.6% |
| T | 512 | 3.2% |
| A | 160 | 1.0% |
| D | 5 | < 0.1% |
| C | 5 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 8177 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81492 | |
| Common | 8337 | 9.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 13702 | |
| e | 10019 | |
| n | 9849 | |
| O | 7847 | |
| w | 7847 | |
| i | 5690 | |
| t | 5343 | 6.6% |
| F | 5338 | 6.6% |
| s | 5183 | 6.4% |
| d | 2509 | 3.1% |
| Other values (12) | 8165 |
Common
| Value | Count | Frequency (%) |
| 8177 | ||
| & | 160 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 89829 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 13702 | |
| e | 10019 | |
| n | 9849 | |
| 8177 | ||
| O | 7847 | |
| w | 7847 | |
| i | 5690 | |
| t | 5343 | 5.9% |
| F | 5338 | 5.9% |
| s | 5183 | 5.8% |
| Other values (14) | 10834 |
mileage_num
Real number (ℝ)
| Distinct | 374 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.460902 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 14 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12.99 |
| Q1 | 16.799999 |
| median | 19.33 |
| Q3 | 22.32 |
| 95-th percentile | 25.83 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 5.5200005 |
Descriptive statistics
| Standard deviation | 4.0056009 |
|---|---|
| Coefficient of variation (CV) | 0.20582813 |
| Kurtosis | 0.45757288 |
| Mean | 19.460902 |
| Median Absolute Deviation (MAD) | 2.7299995 |
| Skewness | -0.11096723 |
| Sum | 152807 |
| Variance | 16.044838 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.89999962 | 225 | 2.9% |
| 19.70000076 | 171 | 2.2% |
| 18.60000038 | 164 | 2.1% |
| 21.10000038 | 158 | 2.0% |
| 17 | 133 | 1.7% |
| 15.96000004 | 115 | 1.5% |
| 16.10000038 | 111 | 1.4% |
| 22 | 111 | 1.4% |
| 17.79999924 | 109 | 1.4% |
| 12.98999977 | 105 | 1.3% |
| Other values (364) | 6450 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 9 | 4 | 0.1% |
| 9.5 | 6 | 0.1% |
| 10.10000038 | 2 | < 0.1% |
| 10.5 | 17 | |
| 10.71000004 | 1 | < 0.1% |
| 10.75 | 3 | < 0.1% |
| 10.80000019 | 1 | < 0.1% |
| 10.89999962 | 3 | < 0.1% |
| 10.90999985 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 33.43999863 | 3 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32.52000046 | 1 | < 0.1% |
| 32.25999832 | 1 | < 0.1% |
| 30.45999908 | 2 | < 0.1% |
| 28.39999962 | 93 | |
| 28.09000015 | 38 | |
| 27.62000084 | 6 | 0.1% |
| 27.39999962 | 6 | 0.1% |
engine_vol_num
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 115 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1452.9176 |
| Minimum | 624 |
|---|---|
| Maximum | 3604 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.8 KiB |
Quantile statistics
| Minimum | 624 |
|---|---|
| 5-th percentile | 796 |
| Q1 | 1197 |
| median | 1248 |
| Q3 | 1582 |
| 95-th percentile | 2498 |
| Maximum | 3604 |
| Range | 2980 |
| Interquartile range (IQR) | 385 |
Descriptive statistics
| Standard deviation | 499.54134 |
|---|---|
| Coefficient of variation (CV) | 0.34381945 |
| Kurtosis | 0.76636116 |
| Mean | 1452.9176 |
| Median Absolute Deviation (MAD) | 248 |
| Skewness | 1.1464903 |
| Sum | 11408309 |
| Variance | 249541.55 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1248 | 1017 | 13.0% |
| 1197 | 832 | 10.6% |
| 998 | 453 | 5.8% |
| 796 | 443 | 5.6% |
| 2179 | 389 | 5.0% |
| 1498 | 375 | 4.8% |
| 1396 | 321 | 4.1% |
| 1199 | 271 | 3.5% |
| 2494 | 222 | 2.8% |
| 2523 | 195 | 2.5% |
| Other values (105) | 3334 |
| Value | Count | Frequency (%) |
| 624 | 25 | 0.3% |
| 793 | 6 | 0.1% |
| 796 | 443 | |
| 799 | 79 | 1.0% |
| 814 | 121 | 1.5% |
| 909 | 3 | < 0.1% |
| 936 | 36 | 0.5% |
| 993 | 26 | 0.3% |
| 995 | 43 | 0.5% |
| 998 | 453 |
| Value | Count | Frequency (%) |
| 3604 | 6 | 0.1% |
| 3198 | 5 | 0.1% |
| 2999 | 3 | < 0.1% |
| 2997 | 2 | < 0.1% |
| 2993 | 17 | |
| 2982 | 33 | |
| 2967 | 9 | 0.1% |
| 2956 | 21 | |
| 2953 | 4 | 0.1% |
| 2835 | 1 | < 0.1% |
max_power_num
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 300 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.926656 |
| Minimum | 32.799999 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.8 KiB |
Quantile statistics
| Minimum | 32.799999 |
|---|---|
| 5-th percentile | 47.299999 |
| Q1 | 68.050003 |
| median | 82 |
| Q3 | 102 |
| 95-th percentile | 170 |
| Maximum | 400 |
| Range | 367.20001 |
| Interquartile range (IQR) | 33.949997 |
Descriptive statistics
| Standard deviation | 34.820827 |
|---|---|
| Coefficient of variation (CV) | 0.38295511 |
| Kurtosis | 3.8578513 |
| Mean | 90.926656 |
| Median Absolute Deviation (MAD) | 14.959999 |
| Skewness | 1.623785 |
| Sum | 713956.11 |
| Variance | 1212.49 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 377 | 4.8% |
| 88.5 | 222 | 2.8% |
| 81.80000305 | 220 | 2.8% |
| 67 | 165 | 2.1% |
| 46.29999924 | 162 | 2.1% |
| 67.09999847 | 151 | 1.9% |
| 88.69999695 | 148 | 1.9% |
| 67.04000092 | 145 | 1.8% |
| 47.29999924 | 141 | 1.8% |
| 70 | 141 | 1.8% |
| Other values (290) | 5980 |
| Value | Count | Frequency (%) |
| 32.79999924 | 2 | < 0.1% |
| 34.20000076 | 21 | 0.3% |
| 35 | 22 | 0.3% |
| 35.5 | 2 | < 0.1% |
| 37 | 92 | |
| 37.47999954 | 11 | 0.1% |
| 37.5 | 6 | 0.1% |
| 38 | 2 | < 0.1% |
| 38.40000153 | 2 | < 0.1% |
| 40.29999924 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 400 | 1 | < 0.1% |
| 280 | 6 | |
| 270.8999939 | 4 | |
| 265 | 1 | < 0.1% |
| 261.3999939 | 6 | |
| 258 | 2 | < 0.1% |
| 241.3999939 | 9 | |
| 241 | 2 | < 0.1% |
| 235 | 3 | < 0.1% |
| 218 | 3 | < 0.1% |
country
Categorical
HIGH CORRELATION 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Memory size | 61.5 KiB |
| India | |
|---|---|
| South Korea | |
| Japan | |
| United States | |
| France | 228 |
| Other values (6) |
Length
| Max length | 14 |
|---|---|
| Median length | 5 |
| Mean length | 7.0196253 |
| Min length | 5 |
Characters and Unicode
| Total characters | 55083 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | India |
|---|---|
| 2nd row | Czech Republic |
| 3rd row | Japan |
| 4th row | South Korea |
| 5th row | India |
Common Values
| Value | Count | Frequency (%) |
| India | 3850 | |
| South Korea | 1367 | 17.4% |
| Japan | 1117 | 14.2% |
| United States | 649 | 8.3% |
| France | 228 | 2.9% |
| Brazil | 185 | 2.4% |
| Germany | 159 | 2.0% |
| Czech Republic | 104 | 1.3% |
| United Kingdom | 80 | 1.0% |
| Sweden | 67 | 0.9% |
Length
| Value | Count | Frequency (%) |
| india | 3850 | |
| south | 1367 | 13.6% |
| korea | 1367 | 13.6% |
| japan | 1117 | 11.1% |
| united | 729 | 7.3% |
| states | 649 | 6.5% |
| france | 228 | 2.3% |
| brazil | 185 | 1.8% |
| germany | 159 | 1.6% |
| czech | 104 | 1.0% |
| Other values (4) | 292 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8713 | |
| n | 6230 | |
| i | 4948 | 9.0% |
| d | 4726 | 8.6% |
| I | 3891 | 7.1% |
| e | 3474 | 6.3% |
| t | 3435 | 6.2% |
| o | 2814 | 5.1% |
| 2200 | 4.0% | |
| S | 2083 | 3.8% |
| Other values (21) | 12569 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42836 | |
| Uppercase Letter | 10047 | 18.2% |
| Space Separator | 2200 | 4.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 8713 | |
| n | 6230 | |
| i | 4948 | |
| d | 4726 | |
| e | 3474 | 8.1% |
| t | 3435 | 8.0% |
| o | 2814 | 6.6% |
| r | 1939 | 4.5% |
| u | 1471 | 3.4% |
| h | 1471 | 3.4% |
| Other values (10) | 3615 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 3891 | |
| S | 2083 | |
| K | 1447 | 14.4% |
| J | 1117 | 11.1% |
| U | 729 | 7.3% |
| F | 228 | 2.3% |
| B | 185 | 1.8% |
| G | 159 | 1.6% |
| C | 104 | 1.0% |
| R | 104 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 2200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52883 | |
| Common | 2200 | 4.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 8713 | |
| n | 6230 | |
| i | 4948 | |
| d | 4726 | |
| I | 3891 | 7.4% |
| e | 3474 | 6.6% |
| t | 3435 | 6.5% |
| o | 2814 | 5.3% |
| S | 2083 | 3.9% |
| r | 1939 | 3.7% |
| Other values (20) | 10630 |
Common
| Value | Count | Frequency (%) |
| 2200 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55083 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 8713 | |
| n | 6230 | |
| i | 4948 | 9.0% |
| d | 4726 | 8.6% |
| I | 3891 | 7.1% |
| e | 3474 | 6.3% |
| t | 3435 | 6.2% |
| o | 2814 | 5.1% |
| 2200 | 4.0% | |
| S | 2083 | 3.8% |
| Other values (21) | 12569 |
region
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Memory size | 61.5 KiB |
| Asia | |
|---|---|
| Americas | |
| Europe |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.5981904 |
| Min length | 4 |
Characters and Unicode
| Total characters | 36082 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asia |
|---|---|
| 2nd row | Europe |
| 3rd row | Asia |
| 4th row | Asia |
| 5th row | Asia |
Common Values
| Value | Count | Frequency (%) |
| Asia | 6334 | |
| Americas | 834 | 10.6% |
| Europe | 679 | 8.6% |
| (Missing) | 5 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| asia | 6334 | |
| americas | 834 | 10.6% |
| europe | 679 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 7168 | |
| s | 7168 | |
| i | 7168 | |
| a | 7168 | |
| e | 1513 | 4.2% |
| r | 1513 | 4.2% |
| m | 834 | 2.3% |
| c | 834 | 2.3% |
| E | 679 | 1.9% |
| u | 679 | 1.9% |
| Other values (2) | 1358 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 28235 | |
| Uppercase Letter | 7847 | 21.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 7168 | |
| i | 7168 | |
| a | 7168 | |
| e | 1513 | 5.4% |
| r | 1513 | 5.4% |
| m | 834 | 3.0% |
| c | 834 | 3.0% |
| u | 679 | 2.4% |
| o | 679 | 2.4% |
| p | 679 | 2.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 7168 | |
| E | 679 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36082 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 7168 | |
| s | 7168 | |
| i | 7168 | |
| a | 7168 | |
| e | 1513 | 4.2% |
| r | 1513 | 4.2% |
| m | 834 | 2.3% |
| c | 834 | 2.3% |
| E | 679 | 1.9% |
| u | 679 | 1.9% |
| Other values (2) | 1358 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36082 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 7168 | |
| s | 7168 | |
| i | 7168 | |
| a | 7168 | |
| e | 1513 | 4.2% |
| r | 1513 | 4.2% |
| m | 834 | 2.3% |
| c | 834 | 2.3% |
| E | 679 | 1.9% |
| u | 679 | 1.9% |
| Other values (2) | 1358 | 3.8% |
capital_gps_lat
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.034125 |
| Minimum | -10.333333 |
|---|---|
| Maximum | 59.325117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 185 |
| Negative (%) | 2.4% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | -10.333333 |
|---|---|
| 5-th percentile | 28.614179 |
| Q1 | 28.614179 |
| median | 28.614179 |
| Q3 | 37.566679 |
| 95-th percentile | 50.087465 |
| Maximum | 59.325117 |
| Range | 69.65845 |
| Interquartile range (IQR) | 8.9525 |
Descriptive statistics
| Standard deviation | 9.4850341 |
|---|---|
| Coefficient of variation (CV) | 0.28712836 |
| Kurtosis | 8.7364473 |
| Mean | 33.034125 |
| Median Absolute Deviation (MAD) | 7.06866 |
| Skewness | -1.6131466 |
| Sum | 259218.78 |
| Variance | 89.965871 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.614179 | 3850 | |
| 37.566679 | 1367 | 17.4% |
| 35.682839 | 1117 | 14.2% |
| 38.894986 | 649 | 8.3% |
| 48.856697 | 228 | 2.9% |
| -10.333333 | 185 | 2.4% |
| 52.517036 | 159 | 2.0% |
| 50.087465 | 104 | 1.3% |
| 51.507322 | 80 | 1.0% |
| 59.325117 | 67 | 0.9% |
| Value | Count | Frequency (%) |
| -10.333333 | 185 | 2.4% |
| 28.614179 | 3850 | |
| 35.682839 | 1117 | 14.2% |
| 37.566679 | 1367 | 17.4% |
| 38.894986 | 649 | 8.3% |
| 41.89332 | 41 | 0.5% |
| 48.856697 | 228 | 2.9% |
| 50.087465 | 104 | 1.3% |
| 51.507322 | 80 | 1.0% |
| 52.517036 | 159 | 2.0% |
| Value | Count | Frequency (%) |
| 59.325117 | 67 | 0.9% |
| 52.517036 | 159 | 2.0% |
| 51.507322 | 80 | 1.0% |
| 50.087465 | 104 | 1.3% |
| 48.856697 | 228 | 2.9% |
| 41.89332 | 41 | 0.5% |
| 38.894986 | 649 | 8.3% |
| 37.566679 | 1367 | 17.4% |
| 35.682839 | 1117 | 14.2% |
| 28.614179 | 3850 |
capital_gps_lng
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.016153 |
| Minimum | -77.036571 |
|---|---|
| Maximum | 139.75946 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 914 |
| Negative (%) | 11.6% |
| Memory size | 61.5 KiB |
Quantile statistics
| Minimum | -77.036571 |
|---|---|
| 5-th percentile | -77.036571 |
| Q1 | 77.202266 |
| median | 77.202266 |
| Q3 | 126.97829 |
| 95-th percentile | 139.75946 |
| Maximum | 139.75946 |
| Range | 216.79603 |
| Interquartile range (IQR) | 49.776025 |
Descriptive statistics
| Standard deviation | 61.240087 |
|---|---|
| Coefficient of variation (CV) | 0.83871971 |
| Kurtosis | 0.82669491 |
| Mean | 73.016153 |
| Median Absolute Deviation (MAD) | 49.776025 |
| Skewness | -1.2234341 |
| Sum | 572957.75 |
| Variance | 3750.3482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77.202266 | 3850 | |
| 126.978291 | 1367 | 17.4% |
| 139.759455 | 1117 | 14.2% |
| -77.036571 | 649 | 8.3% |
| 2.351462 | 228 | 2.9% |
| -53.2 | 185 | 2.4% |
| 13.38886 | 159 | 2.0% |
| 14.421254 | 104 | 1.3% |
| -0.127647 | 80 | 1.0% |
| 18.071094 | 67 | 0.9% |
| Value | Count | Frequency (%) |
| -77.036571 | 649 | 8.3% |
| -53.2 | 185 | 2.4% |
| -0.127647 | 80 | 1.0% |
| 2.351462 | 228 | 2.9% |
| 12.482932 | 41 | 0.5% |
| 13.38886 | 159 | 2.0% |
| 14.421254 | 104 | 1.3% |
| 18.071094 | 67 | 0.9% |
| 77.202266 | 3850 | |
| 126.978291 | 1367 | 17.4% |
| Value | Count | Frequency (%) |
| 139.759455 | 1117 | 14.2% |
| 126.978291 | 1367 | 17.4% |
| 77.202266 | 3850 | |
| 18.071094 | 67 | 0.9% |
| 14.421254 | 104 | 1.3% |
| 13.38886 | 159 | 2.0% |
| 12.482932 | 41 | 0.5% |
| 2.351462 | 228 | 2.9% |
| -0.127647 | 80 | 1.0% |
| -53.2 | 185 | 2.4% |
| year | car_age | selling_price | km_driven | seats | mileage_num | engine_vol_num | max_power_num | capital_gps_lat | capital_gps_lng | company | seller_type | fuel | transmission | owner | country | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| year | 1.000 | -1.000 | 0.706 | -0.622 | -0.010 | 0.306 | -0.002 | 0.224 | 0.102 | 0.005 | 0.218 | 0.179 | 0.128 | 0.307 | 0.273 | 0.103 | 0.129 |
| car_age | -1.000 | 1.000 | -0.706 | 0.622 | 0.010 | -0.306 | 0.002 | -0.224 | -0.102 | -0.005 | 0.218 | 0.179 | 0.129 | 0.307 | 0.273 | 0.103 | 0.129 |
| selling_price | 0.706 | -0.706 | 1.000 | -0.347 | 0.270 | -0.016 | 0.507 | 0.666 | 0.175 | 0.080 | 0.498 | 0.279 | 0.109 | 0.579 | 0.328 | 0.356 | 0.372 |
| km_driven | -0.622 | 0.622 | -0.347 | 1.000 | 0.228 | -0.166 | 0.246 | -0.023 | -0.115 | 0.015 | 0.069 | 0.020 | 0.038 | 0.028 | 0.029 | 0.036 | 0.000 |
| seats | -0.010 | 0.010 | 0.270 | 0.228 | 1.000 | -0.444 | 0.525 | 0.290 | -0.169 | 0.049 | 0.292 | 0.062 | 0.217 | 0.072 | 0.041 | 0.134 | 0.131 |
| mileage_num | 0.306 | -0.306 | -0.016 | -0.166 | -0.444 | 1.000 | -0.454 | -0.335 | -0.080 | -0.050 | 0.261 | 0.065 | 0.313 | 0.192 | 0.087 | 0.148 | 0.094 |
| engine_vol_num | -0.002 | 0.002 | 0.507 | 0.246 | 0.525 | -0.454 | 1.000 | 0.738 | 0.146 | 0.020 | 0.456 | 0.233 | 0.452 | 0.488 | 0.078 | 0.327 | 0.406 |
| max_power_num | 0.224 | -0.224 | 0.666 | -0.023 | 0.290 | -0.335 | 0.738 | 1.000 | 0.258 | 0.085 | 0.461 | 0.250 | 0.213 | 0.584 | 0.090 | 0.353 | 0.331 |
| capital_gps_lat | 0.102 | -0.102 | 0.175 | -0.115 | -0.169 | -0.080 | 0.146 | 0.258 | 1.000 | 0.006 | 0.999 | 0.243 | 0.128 | 0.494 | 0.069 | 1.000 | 0.974 |
| capital_gps_lng | 0.005 | -0.005 | 0.080 | 0.015 | 0.049 | -0.050 | 0.020 | 0.085 | 0.006 | 1.000 | 0.999 | 0.228 | 0.121 | 0.443 | 0.060 | 1.000 | 1.000 |
| company | 0.218 | 0.218 | 0.498 | 0.069 | 0.292 | 0.261 | 0.456 | 0.461 | 0.999 | 0.999 | 1.000 | 0.378 | 0.271 | 0.598 | 0.130 | 0.999 | 0.998 |
| seller_type | 0.179 | 0.179 | 0.279 | 0.020 | 0.062 | 0.065 | 0.233 | 0.250 | 0.243 | 0.228 | 0.378 | 1.000 | 0.110 | 0.376 | 0.170 | 0.335 | 0.192 |
| fuel | 0.128 | 0.129 | 0.109 | 0.038 | 0.217 | 0.313 | 0.452 | 0.213 | 0.128 | 0.121 | 0.271 | 0.110 | 1.000 | 0.052 | 0.029 | 0.141 | 0.111 |
| transmission | 0.307 | 0.307 | 0.579 | 0.028 | 0.072 | 0.192 | 0.488 | 0.584 | 0.494 | 0.443 | 0.598 | 0.376 | 0.052 | 1.000 | 0.172 | 0.567 | 0.386 |
| owner | 0.273 | 0.273 | 0.328 | 0.029 | 0.041 | 0.087 | 0.078 | 0.090 | 0.069 | 0.060 | 0.130 | 0.170 | 0.029 | 0.172 | 1.000 | 0.080 | 0.076 |
| country | 0.103 | 0.103 | 0.356 | 0.036 | 0.134 | 0.148 | 0.327 | 0.353 | 1.000 | 1.000 | 0.999 | 0.335 | 0.141 | 0.567 | 0.080 | 1.000 | 0.999 |
| region | 0.129 | 0.129 | 0.372 | 0.000 | 0.131 | 0.094 | 0.406 | 0.331 | 0.974 | 1.000 | 0.998 | 0.192 | 0.111 | 0.386 | 0.076 | 0.999 | 1.000 |
| company | model | year | car_age | selling_price | km_driven | seats | seller_type | fuel | transmission | owner | mileage_num | engine_vol_num | max_power_num | country | region | capital_gps_lat | capital_gps_lng | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Maruti | Swift Dzire VDI | 2014 | 6 | 450000 | 145500 | 5 | Individual | Diesel | Manual | First Owner | 23.400000 | 1248 | 74.000000 | India | Asia | 28.614179 | 77.202266 |
| 1 | Skoda | Rapid 1.5 TDI Ambition | 2014 | 6 | 370000 | 120000 | 5 | Individual | Diesel | Manual | Second Owner | 21.139999 | 1498 | 103.519997 | Czech Republic | Europe | 50.087465 | 14.421254 |
| 2 | Honda | City 2017-2020 EXi | 2006 | 14 | 158000 | 140000 | 5 | Individual | Petrol | Manual | Third Owner | 17.700001 | 1497 | 78.000000 | Japan | Asia | 35.682839 | 139.759455 |
| 3 | Hyundai | i20 Sportz Diesel | 2010 | 10 | 225000 | 127000 | 5 | Individual | Diesel | Manual | First Owner | 23.000000 | 1396 | 90.000000 | South Korea | Asia | 37.566679 | 126.978291 |
| 4 | Maruti | Swift VXI BSIII | 2007 | 13 | 130000 | 120000 | 5 | Individual | Petrol | Manual | First Owner | 16.100000 | 1298 | 88.199997 | India | Asia | 28.614179 | 77.202266 |
| 5 | Hyundai | Xcent 1.2 VTVT E Plus | 2017 | 3 | 440000 | 45000 | 5 | Individual | Petrol | Manual | First Owner | 20.139999 | 1197 | 81.860001 | South Korea | Asia | 37.566679 | 126.978291 |
| 6 | Maruti | Wagon R LXI DUO BSIII | 2007 | 13 | 96000 | 175000 | 5 | Individual | LPG | Manual | First Owner | 17.299999 | 1061 | 57.500000 | India | Asia | 28.614179 | 77.202266 |
| 7 | Maruti | 800 DX BSII | 2001 | 19 | 45000 | 5000 | 4 | Individual | Petrol | Manual | Second Owner | 16.100000 | 796 | 37.000000 | India | Asia | 28.614179 | 77.202266 |
| 8 | Toyota | Etios VXD | 2011 | 9 | 350000 | 90000 | 5 | Individual | Diesel | Manual | First Owner | 23.590000 | 1364 | 67.099998 | Japan | Asia | 35.682839 | 139.759455 |
| 9 | Ford | Figo Diesel Celebration Edition | 2013 | 7 | 200000 | 169000 | 5 | Individual | Diesel | Manual | First Owner | 20.000000 | 1399 | 68.099998 | United States | Americas | 38.894986 | -77.036571 |
| company | model | year | car_age | selling_price | km_driven | seats | seller_type | fuel | transmission | owner | mileage_num | engine_vol_num | max_power_num | country | region | capital_gps_lat | capital_gps_lng | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7842 | Hyundai | i20 Magna | 2013 | 7 | 380000 | 25000 | 5 | Individual | Petrol | Manual | First Owner | 18.500000 | 1197 | 82.849998 | South Korea | Asia | 37.566679 | 126.978291 |
| 7843 | Maruti | Wagon R LXI Optional | 2017 | 3 | 360000 | 80000 | 5 | Individual | Petrol | Manual | First Owner | 20.510000 | 998 | 67.040001 | India | Asia | 28.614179 | 77.202266 |
| 7844 | Hyundai | Santro Xing GLS | 2008 | 12 | 120000 | 191000 | 5 | Individual | Petrol | Manual | First Owner | 17.920000 | 1086 | 62.099998 | South Korea | Asia | 37.566679 | 126.978291 |
| 7845 | Maruti | Wagon R VXI BS IV with ABS | 2013 | 7 | 260000 | 50000 | 5 | Individual | Petrol | Manual | Second Owner | 18.900000 | 998 | 67.099998 | India | Asia | 28.614179 | 77.202266 |
| 7846 | Hyundai | i20 Magna 1.4 CRDi | 2014 | 6 | 475000 | 80000 | 5 | Individual | Diesel | Manual | Second Owner | 22.540001 | 1396 | 88.730003 | South Korea | Asia | 37.566679 | 126.978291 |
| 7847 | Hyundai | i20 Magna | 2013 | 7 | 320000 | 110000 | 5 | Individual | Petrol | Manual | First Owner | 18.500000 | 1197 | 82.849998 | South Korea | Asia | 37.566679 | 126.978291 |
| 7848 | Hyundai | Verna CRDi SX | 2007 | 13 | 135000 | 119000 | 5 | Individual | Diesel | Manual | Fourth & Above Owner | 16.799999 | 1493 | 110.000000 | South Korea | Asia | 37.566679 | 126.978291 |
| 7849 | Maruti | Swift Dzire ZDi | 2009 | 11 | 382000 | 120000 | 5 | Individual | Diesel | Manual | First Owner | 19.299999 | 1248 | 73.900002 | India | Asia | 28.614179 | 77.202266 |
| 7850 | Tata | Indigo CR4 | 2013 | 7 | 290000 | 25000 | 5 | Individual | Diesel | Manual | First Owner | 23.570000 | 1396 | 70.000000 | India | Asia | 28.614179 | 77.202266 |
| 7851 | Tata | Indigo CR4 | 2013 | 7 | 290000 | 25000 | 5 | Individual | Diesel | Manual | First Owner | 23.570000 | 1396 | 70.000000 | India | Asia | 28.614179 | 77.202266 |
Most frequently occurring
| company | model | year | car_age | selling_price | km_driven | seats | seller_type | fuel | transmission | owner | mileage_num | engine_vol_num | max_power_num | country | region | capital_gps_lat | capital_gps_lng | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 235 | Jaguar | XF 2.0 Diesel Portfolio | 2017 | 3 | 3200000 | 45000 | 5 | Dealer | Diesel | Automatic | First Owner | 19.330000 | 1999 | 177.000000 | United Kingdom | Europe | 51.507322 | -0.127647 | 34 |
| 245 | Lexus | ES 300h | 2019 | 1 | 5150000 | 20000 | 5 | Dealer | Petrol | Automatic | First Owner | 22.370001 | 2487 | 214.559998 | Japan | Asia | 35.682839 | 139.759455 | 34 |
| 108 | Honda | Jazz VX | 2016 | 4 | 550000 | 56494 | 5 | Trustmark Dealer | Petrol | Manual | First Owner | 18.200001 | 1199 | 88.699997 | Japan | Asia | 35.682839 | 139.759455 | 32 |
| 551 | Toyota | Camry 2.5 Hybrid | 2016 | 4 | 2000000 | 68089 | 5 | Trustmark Dealer | Petrol | Automatic | First Owner | 19.160000 | 2494 | 157.699997 | Japan | Asia | 35.682839 | 139.759455 | 32 |
| 80 | Honda | Amaze V CVT Petrol BSIV | 2019 | 1 | 779000 | 7032 | 5 | Trustmark Dealer | Petrol | Automatic | First Owner | 19.000000 | 1199 | 88.760002 | Japan | Asia | 35.682839 | 139.759455 | 31 |
| 575 | Toyota | Innova 2.5 VX (Diesel) 7 Seater | 2013 | 7 | 750000 | 79328 | 7 | Trustmark Dealer | Diesel | Manual | Second Owner | 12.990000 | 2494 | 100.599998 | Japan | Asia | 35.682839 | 139.759455 | 31 |
| 16 | BMW | X4 M Sport X xDrive20d | 2019 | 1 | 5400000 | 7500 | 5 | Dealer | Diesel | Automatic | First Owner | 16.780001 | 1995 | 190.000000 | Germany | Europe | 52.517036 | 13.388860 | 30 |
| 17 | BMW | X4 M Sport X xDrive20d | 2019 | 1 | 5500000 | 8500 | 5 | Dealer | Diesel | Automatic | First Owner | 16.780001 | 1995 | 190.000000 | Germany | Europe | 52.517036 | 13.388860 | 30 |
| 496 | Skoda | Rapid 1.6 MPI AT Elegance | 2016 | 4 | 645000 | 11000 | 5 | Dealer | Petrol | Automatic | First Owner | 14.300000 | 1598 | 103.500000 | Czech Republic | Europe | 50.087465 | 14.421254 | 30 |
| 540 | Tata | Safari Storme EX | 2015 | 5 | 503000 | 110000 | 7 | Individual | Diesel | Manual | First Owner | 14.100000 | 2179 | 147.940002 | India | Asia | 28.614179 | 77.202266 | 30 |